As mentioned above, Pricing Scheme REF  is an application of the fast proximal gradient method, for which the \(\mathcal {O}(1/t^2)\)  rate of convergence has been shown, see e. g. [1]}). Without further conditions for the function \(TER\) , this rate is unimprovable, because the lower bound for first order methods is matched [2]}.
